Document intake
Contracts, forms, certificates and onboarding documents often arrive by email from external contacts.
- Problem
- Shared inboxes expose unrelated conversations and make it difficult to track missing documents.
- Mail4AI flow
- A dedicated address receives files from approved senders. The agent extracts key information and requests missing documents when needed.
- Outcome
- More consistent intake, fewer manual follow-ups and a clearer audit trail between email and agent processing.
- Maturity
- Suitable for scoped, non-critical intake workflows with human review.
Customer support triage
Customer emails often need to be classified, completed or routed before a human team can respond.
- Problem
- An agent may need access to support requests, but giving it access to the full support mailbox creates unnecessary exposure.
- Mail4AI flow
- A dedicated workflow inbox is exposed to the agent, with approved senders, controlled replies and escalation rules.
- Outcome
- Faster initial qualification, more consistent escalation and a safer path to assist customer-facing email operations.
- Maturity
- Suitable for POC or beta use, depending on reply approval, escalation design and human review.
Supplier invoice processing
Suppliers send invoices, credit notes and supporting documents by email.
- Problem
- Finance inboxes contain sensitive and unrelated information, making them difficult to expose safely to automation.
- Mail4AI flow
- Approved suppliers send documents to a dedicated inbox. The agent checks key fields, flags potential issues and prepares data for accounting intake.
- Outcome
- Less manual sorting, earlier identification of incomplete or inconsistent invoices, and a clearer audit trail for finance operations.
- Maturity
- Suitable for supervised pilots where validation remains under human or system control and integrations are limited in scope.
Legal document review
Contracts, amendments and negotiation emails may require AI assistance, but they also require strict separation and review controls.
- Problem
- Legal mailboxes contain sensitive material that should not be mixed with unrelated matters or historical exchanges.
- Mail4AI flow
- Each matter or workflow can use a dedicated inbox. Email content and attachments are treated as external input before being made available to the agent.
- Outcome
- Reduced exposure, better traceability of review assistance and clearer separation between matters.
- Maturity
- Best suited to controlled POCs, with legal validation before any broader use.
Back-office automation
Operational teams often handle recurring requests, confirmations and missing information by email.
- Problem
- These tasks are repetitive, but production mailboxes usually contain too much unrelated or sensitive information to expose directly to an agent.
- Mail4AI flow
- A workflow-specific address collects requests. The agent clarifies missing details, prepares a structured response or routes the result to the next system or team.
- Outcome
- More consistent handling, clearer responsibilities and a safer path from email to internal operations.
- Maturity
- Suitable for repetitive workflows with clear acceptance rules and defined escalation paths.
